Global optimization for image registration

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

Image processing tasks often require optimizing over some set of parameters. In the image registration problem, one attempts to determine the best transformation for aligning similar images. Such problems typically require minimizing a dissimilarity measure with multiple local minima. We describe a global optimization algorithm and apply it to the problem of identifying the best transformation for aligning two images.

Original languageEnglish (US)
Title of host publicationProceedings LeGO 2018 � 14th International Global Optimization Workshop
EditorsAndre H. Deutz, Sander C. Hille, Yaroslav D. Sergeyev, Michael T. M. Emmerich
PublisherAmerican Institute of Physics Inc.
ISBN (Electronic)9780735417984
DOIs
StatePublished - Feb 12 2019
Event14th International Global Optimization Workshop, LeGO 2018 - Leiden, Netherlands
Duration: Sep 18 2018Sep 21 2018

Publication series

NameAIP Conference Proceedings
Volume2070
ISSN (Print)0094-243X
ISSN (Electronic)1551-7616

Conference

Conference14th International Global Optimization Workshop, LeGO 2018
CountryNetherlands
CityLeiden
Period9/18/189/21/18

All Science Journal Classification (ASJC) codes

  • Physics and Astronomy(all)

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